Correlation and causation
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- Probability Theory, Statistics and Exploratory Data Analysis
- Week 6
- Correlation and causation
- Video: LectureIntroduction to the 6th week. Duration: 2 minutes2 min
- Video: LectureTwo numeric variables. Scatter plot and levels of population's joint PDF. Duration: 10 minutes10 min
- Video: LectureSample covariance and Pearson's correlation. Duration: 16 minutes16 min
- Video: LectureCorrelation vs causation. Duration: 11 minutes11 min
- Quiz: Correlation and causation1 question
- Video: LectureRank correlations for non-linearly dependent data and ordered categorical data. Duration: 13 minutes13 min
- Quiz: Correlation urban legends1 question
- Video: LectureFinding correlations in Pandas. Duration: 11 minutes11 min
- Video: LectureCorrelations and visualizations. Highlights. Duration: 3 minutes3 min
- Purchase a subscription to unlock this item.Lab: Final project Lab. Duration: 3 hours3h
- Quiz: Final project10 questions
- Video: LectureCourse summary. What's next?. Duration: 2 minutes2 min